Welcome. This is a very active group with lots of suggestions.
I'm new to this as well - since January. I've really enjoyed looking at the range of things the scroll saw can do - lettering, ornaments, portraits, compound cuts, intarsia, ... it seems like every time I look there's something different. My latest kick is baskets and bowls.
You might start by looking for seasonal things to make so you can give them away - otherwise your house fills up pretty quickly. St. Patrick's Day, Easter, Memorial Day, 4th of July, family birthdays, anniversaries, yadayadayada. Have fun.